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AMN Stage 3: support every transition function via generic jax.vmap NLS

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Add Antweiler-Freyberger (2025) iterative quadrature estimator #89

AMN Stage 3: support every transition function via generic jax.vmap NLS
852b095
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Codecov / codecov/project succeeded May 11, 2026 in 1s

94.00% (target 87.50%)

View this Pull Request on Codecov

94.00% (target 87.50%)

Details

Codecov Report

❌ Patch coverage is 91.12330% with 437 lines in your changes missing coverage. Please review.
✅ Project coverage is 94.00%. Comparing base (2d56c8e) to head (852b095).

Files with missing lines Patch % Lines
src/skillmodels/af/transition_period.py 65.17% 132 Missing ⚠️
src/skillmodels/af/inference.py 68.93% 96 Missing ⚠️
src/skillmodels/af/initial_period.py 79.92% 51 Missing ⚠️
src/skillmodels/amn/start_values.py 87.28% 37 Missing ⚠️
src/skillmodels/amn/moments.py 82.52% 18 Missing ⚠️
src/skillmodels/amn/simulate_and_regress.py 90.95% 17 Missing ⚠️
src/skillmodels/common/transition_functions.py 44.00% 14 Missing ⚠️
src/skillmodels/amn/posterior_states.py 86.02% 13 Missing ⚠️
src/skillmodels/amn/mixture_em.py 90.74% 10 Missing ⚠️
src/skillmodels/af/validate.py 72.72% 9 Missing ⚠️
... and 11 more
Additional details and impacted files
@@            Coverage Diff             @@
##             main      #89      +/-   ##
==========================================
- Coverage   96.91%   94.00%   -2.91%     
==========================================
  Files          57       94      +37     
  Lines        4952     9707    +4755     
==========================================
+ Hits         4799     9125    +4326     
- Misses        153      582     +429     

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